He walked into the empty venue, the silence almost tangible. Tables stood vacant, the dance floor unoccupied. The DJ hadn't even arrived. He felt a sudden, sharp pain in his chest. His friend, the one who was supposed to be responsible, said the arrangements had fallen apart.

He ran a hand through his hair, his fingers tangling in the strands. The carefully selected music playlist on his phone filled the empty hall, but the happy notes only amplified his desolation. He stood there alone, enveloped by the echoes of what could have been. The festive lights looked dim.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217